Search Results - "Herold, Tobias"

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    Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study by Li, Yingxia, Herold, Tobias, Mansmann, Ulrich, Hornung, Roman

    “…Predictive modeling based on multi-omics data, which incorporates several types of omics data for the same patients, has shown potential to outperform…”
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    Journal Article
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    Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data by Klau, Simon, Jurinovic, Vindi, Hornung, Roman, Herold, Tobias, Boulesteix, Anne-Laure

    Published in BMC bioinformatics (12-09-2018)
    “…The inclusion of high-dimensional omics data in prediction models has become a well-studied topic in the last decades. Although most of these methods do not…”
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    Fusion gene detection by RNA-sequencing complements diagnostics of acute myeloid leukemia and identifies recurring NRIP1-MIR99AHG rearrangements by Kerbs, Paul, Vosberg, Sebastian, Krebs, Stefan, Graf, Alexander, Blum, Helmut, Swoboda, Anja, Batcha, Aarif M N, Mansmann, Ulrich, Metzler, Dirk, Heckman, Caroline A, Herold, Tobias, Greif, Philipp A

    Published in Haematologica (Roma) (01-01-2022)
    “…Identification of fusion genes in clinical routine is mostly based on cytogenetics and targeted molecular genetics, such as metaphase karyotyping, fluorescence…”
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    Clinical and preclinical characterization of CD99 isoforms in acute myeloid leukemia by Vaikari, Vijaya Pooja, Du, Yang, Wu, Sharon, Zhang, Tian, Metzeler, Klaus, Batcha, Aarif M N, Herold, Tobias, Hiddemann, Wolfgang, Akhtari, Mojtaba, Alachkar, Houda

    Published in Haematologica (Roma) (01-04-2020)
    “…In an effort to identify target genes in acute myeloid leukemia (AML), we compared gene expression profiles between normal and AML cells from various publicly…”
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    Journal Article
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